{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# P2P1 Finite Elements for Stokes Equations"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This example is to show the convergence of P2-P1 finite elements for the Stokes equation on the unit square:\n",
    "\n",
    "$$- \\Delta u + {\\rm grad}\\, p  = f \\quad {\\rm div}\\, u    = 0  \\quad  \\text{ in } \\quad \\Omega,$$\n",
    "\n",
    "with the pure Dirichlet boundary condition. The solver is based on a DGS type smoother. \n",
    "\n",
    "**References**:\n",
    "- [Finite Element Methods For Stokes Equations](http://www.math.uci.edu/~chenlong/226/FEMStokes.pdf)\n",
    "- [Project: Finite Element Methods for Stokes Equations](../project/projectFEM.html)\n",
    "\n",
    "**Subroutines**:\n",
    "\n",
    "    - StokesP2P1\n",
    "    - squareStokes\n",
    "    - femStokes\n",
    "    - Stokesfemrate\n",
    "    \n",
    "The method is implemented in `StokesP2P1` subroutine and can be tested in `squareStokes`. Together with other elements (P2P0, P2P1, isoP2P0, isoP2P1, P1bP1), `femStokes` provides a concise interface to solve Stokes equation. The P2-P1 element is tested in `Stokesfemrate`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## P2-P1 element\n",
    "\n",
    "The velocity is P2 Lagrange element and the pressure is P1 Lagrange element. This pair is known as Taylor-Hood element. \n",
    "\n",
    "We plot the dof below and refer to [PoissonP2femrate](PoissonP2femrate.html) for basis and data structure for P2 element on triangles and [Poissonfemrate](Poissonfemrate.html) for basis of P1 element."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "clear all;\n",
    "imatlab_export_fig('print-png')  % Static png figures.\n",
    "%% Local indexing of DOFs\n",
    "node = [0,0; 1,0; 0.5, sqrt(3)/2];\n",
    "elem = [1 2 3];\n",
    "edge = [2 3; 1 3; 1 2];\n",
    "% elem2dof = 1:6;\n",
    "set(gcf,'Units','normal'); \n",
    "set(gcf,'Position',[0,0,0.3,0.2]);\n",
    "subplot(1,2,1)\n",
    "showmesh(node,elem);\n",
    "findnode(node);\n",
    "findedgedof(node,edge);\n",
    "subplot(1,2,2)\n",
    "showmesh(node,elem);\n",
    "findnode(node);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dirichlet boundary condition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "%% Setting\n",
    "% mesh\n",
    "[node,elem] = squaremesh([0,1,0,1],0.25);\n",
    "[node,elem] = uniformrefine(node,elem);\n",
    "bdFlag = setboundary(node,elem,'Dirichlet');\n",
    "mesh = struct('node',node,'elem',elem,'bdFlag',bdFlag);\n",
    "% pde\n",
    "pde = Stokesdata1; \n",
    "% options\n",
    "option.L0 = 0;\n",
    "option.maxIt = 4;\n",
    "option.printlevel = 1;\n",
    "option.solver = 'mg';"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "#dof:   2211,  #nnz:  33258, level:  3  MG WCYCLE iter:  8,  err = 8.2472e-09,  time =  0.2 s\n",
      "#dof:   9027,  #nnz: 140138, level:  4  MG WCYCLE iter:  9,  err = 4.3887e-09,  time = 0.21 s\n",
      "#dof:  36483,  #nnz: 575082, level:  5  MG WCYCLE iter:  9,  err = 5.5107e-09,  time = 0.66 s\n",
      "#dof: 146691,  #nnz: 2329706, level:  6  MG WCYCLE iter:  9,  err = 4.7123e-09,  time =  2.9 s\n",
      "Table: Error\n",
      " #Dof        h      |u_I-u_h|_1    ||u-u_h||   ||u_I-u_h||_{max}\n",
      "\n",
      "  2467   6.25e-02   1.43292e-03   2.40354e-04   3.01768e-04\n",
      "  9539   3.12e-02   1.80989e-04   2.99933e-05   3.79340e-05\n",
      " 37507   1.56e-02   2.27453e-05   3.74728e-06   4.75508e-06\n",
      "148739   7.81e-03   2.91812e-06   4.68344e-07   5.95221e-07\n",
      "\n",
      " #Dof        h      ||p_I-p_h||    ||p-p_h||   \n",
      "\n",
      "  2467   6.25e-02   2.29486e-02   1.65715e-02\n",
      "  9539   3.12e-02   5.66227e-03   4.08540e-03\n",
      " 37507   1.56e-02   1.41097e-03   1.01768e-03\n",
      "148739   7.81e-03   3.52470e-04   2.54193e-04\n",
      "\n",
      "Table: CPU time\n",
      " #Dof    Assemble     Solve      Error      Mesh    \n",
      "\n",
      "  2467   1.10e-01   2.00e-01   5.00e-02   0.00e+00\n",
      "  9539   5.00e-02   2.10e-01   3.00e-02   0.00e+00\n",
      " 37507   2.50e-01   6.60e-01   5.00e-02   0.00e+00\n",
      "148739   7.50e-01   2.87e+00   2.50e-01   2.00e-02\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "option.elemType = 'P2P1';\n",
    "femStokes(mesh,pde,option);"
   ]
  },
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   "source": [
    "## Conclusion\n",
    "\n",
    "Optimal order convergence of velocity and pressure is observed. Second order for velocity in H1 norm and for pressure in L2 norm. Third order for velocity in L2 and maximum norm. For velocity, superconvergence (3rd order) between nodal interpolate uI and uh is observed.\n",
    "\n",
    "Multigrid solver based on DGS smoother converges uniformly. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To-Do: test other boundary conditions."
   ]
  }
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